Advanced Analytics and Learning on Temporal Data: 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers (1st ed. 2021) (Lecture Notes in Computer Science #13114)
By: and and and and and
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- Synopsis
- This book constitutes the refereed proceedings of the 6th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2021, held during September 13-17, 2021. The workshop was planned to take place in Bilbao, Spain, but was held virtually due to the COVID-19 pandemic. The 12 full papers presented in this book were carefully reviewed and selected from 21 submissions. They focus on the following topics: Temporal Data Clustering; Classification of Univariate and Multivariate Time Series; Multivariate Time Series Co-clustering; Efficient Event Detection; Modeling Temporal Dependencies; Advanced Forecasting and Prediction Models; Cluster-based Forecasting; Explanation Methods for Time Series Classification; Multimodal Meta-Learning for Time Series Regression; and Multivariate Time Series Anomaly Detection.
- Copyright:
- 2021
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783030914455
- Related ISBNs:
- 9783030914448
- Publisher:
- Springer International Publishing
- Date of Addition:
- 12/31/21
- Copyrighted By:
- Springer Nature Switzerland AG
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet, Technology, Education
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Vincent Lemaire
- Edited by:
- Simon Malinowski
- Edited by:
- Anthony Bagnall
- Edited by:
- Thomas Guyet
- Edited by:
- Romain Tavenard
- Edited by:
- Georgiana Ifrim
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- by Vincent Lemaire
- by Simon Malinowski
- by Anthony Bagnall
- by Thomas Guyet
- by Romain Tavenard
- by Georgiana Ifrim
- in Nonfiction
- in Computers and Internet
- in Technology
- in Education